A dessert from Costco is reportedly a popular choice for 4th of July parties. Some outlets suggest that a specific cake has been brought back by the Costco bakery, while others list various last-minute bakery items and foods that are in demand for the holiday. It appears that several Costco items are currently trending as people prepare for 4th of July celebrations.